Today's papers:

- SecMate: Multi-Agent Adaptive Cybersecurity Troubleshooting with Tri-Context Personalization: https://arxiv.org/abs/2604.26394v1

- Unified 4D World Action Modeling from Video Priors with Asynchronous Denoising: https://arxiv.org/abs/2604.26694v1

- Reliable Answers for Recurring Questions: Boosting Text-to-SQL Accuracy with Template Constrained Decoding: https://arxiv.org/abs/2604.28028v1

- QYOLO: Lightweight Object Detection via Quantum Inspired Shared Channel Mixing: https://arxiv.org/abs/2604.26435v1

- Test Before You Deploy: Governing Updates in the LLM Supply Chain: https://arxiv.org/abs/2604.27789v1

This podcast is from Colin Davis (colin-davis.com) using Claude & Elevenlabs.